Desenvolvimento

Map your goal to a multi-skill workflow -- suggests Combo chains, generates custom pipelines, and explains each step

Use when designing or reviewing filesystem MCP access, path boundaries, allowed roots, method allowlists, and safe local file operations.

Standardize the reporting of model metrics to ensure statistical rigor and business relevance.

Analyzes apparel demand prediction systems for trend forecasting, size curve optimization, color and style analytics, sell-through rate tracking, and markdown optimization following CPFR collaborative planning and GTIN product identification standards. USE THIS SKILL WHEN: - You are reviewing a fashion or apparel demand planning system - Someone asks about size curve optimization or sell-through a

Publish a locally installed skill to the skills-hub registry and sync it to the production platform. Use when: 'publish skill X', 'push skill to hub', 'add skill to registry', 'publish to skills hub', 'share this skill', 'make skill available globally'. Runs entirely from the Mac Studio — no VPS needed.

Full nonprofit operational health analysis: validate impact measurement methodology and theory of change, optimize fundraising channels and campaign ROI, audit grant management for compliance and proposal quality, and assess donor retention with churn prediction and stewardship workflows. Use when building or auditing a nonprofit CRM, donor management platform, grant tracking system, or impact rep

Analyze mobile app analytics implementation including event tracking completeness and naming conventions, SDK configuration audit (Firebase Analytics, Amplitude, Mixpanel, PostHog), attribution tracking with AppsFlyer/Adjust/Branch and SKAdNetwork conversion values, funnel analysis readiness for onboarding and conversion flows, crash monitoring setup (Crashlytics, Sentry) with symbolication and al

Lock down design decisions before implementation — app name, terminology, design tokens, screen inventory, data models, and microcopy. Outputs a design-spec.md that other skills reference.

Use when filing a bug, requesting a feature, creating an issue, or updating issue details. Manages GitHub issues with templates, formatting, and auto-assignment.

Analyze fleet safety programs including driver behavior scoring, accident trend analysis, CSA BASIC score monitoring, DOT audit readiness, Hours of Service compliance, and drug and alcohol testing programs. Covers telematics event review, dashcam AI classification, preventability determinations, roadside inspection management, and risk mitigation ROI per FMCSA regulations and CSA methodology.

Use when completing tasks, implementing major features, or before merging to verify work meets requirements.

Audit transit damage prediction and prevention systems for packaging failure mode analysis, handling chain risk assessment, claims pattern detection, and protection level optimization. Covers ISTA/ASTM test protocol correlation, product fragility profiling (G-level sensitivity), carrier handling characterization, last-mile risk factors, route-level damage scoring, IoT sensor integration (shock, ti